Pandas Profiling Report

Dataset statistics

Number of variables	43
Number of observations	58053
Missing cells	795333
Missing cells (%)	31.9%
Total size in memory	19.0 MiB
Average record size in memory	344.0 B

Variable types

Text	18
Numeric	25

Alerts

`pts_ot6_home` has constant value ""	Constant
`pts_ot7_home` has constant value ""	Constant
`pts_ot8_home` has constant value ""	Constant
`pts_ot9_home` has constant value ""	Constant
`pts_ot10_home` has constant value ""	Constant
`pts_ot6_away` has constant value ""	Constant
`pts_ot7_away` has constant value ""	Constant
`pts_ot8_away` has constant value ""	Constant
`pts_ot9_away` has constant value ""	Constant
`pts_ot10_away` has constant value ""	Constant
`game_sequence` has 25532 (44.0%) missing values	Missing
`pts_qtr1_home` has 1004 (1.7%) missing values	Missing
`pts_qtr2_home` has 1013 (1.7%) missing values	Missing
`pts_qtr3_home` has 1045 (1.8%) missing values	Missing
`pts_qtr4_home` has 1044 (1.8%) missing values	Missing
`pts_ot1_home` has 25759 (44.4%) missing values	Missing
`pts_ot2_home` has 27051 (46.6%) missing values	Missing
`pts_ot3_home` has 27243 (46.9%) missing values	Missing
`pts_ot4_home` has 27270 (47.0%) missing values	Missing
`pts_ot5_home` has 45577 (78.5%) missing values	Missing
`pts_ot6_home` has 45578 (78.5%) missing values	Missing
`pts_ot7_home` has 45578 (78.5%) missing values	Missing
`pts_ot8_home` has 45578 (78.5%) missing values	Missing
`pts_ot9_home` has 45578 (78.5%) missing values	Missing
`pts_ot10_home` has 45578 (78.5%) missing values	Missing
`pts_qtr1_away` has 1010 (1.7%) missing values	Missing
`pts_qtr2_away` has 1013 (1.7%) missing values	Missing
`pts_qtr3_away` has 1046 (1.8%) missing values	Missing
`pts_qtr4_away` has 1046 (1.8%) missing values	Missing
`pts_ot1_away` has 25759 (44.4%) missing values	Missing
`pts_ot2_away` has 27051 (46.6%) missing values	Missing
`pts_ot3_away` has 27243 (46.9%) missing values	Missing
`pts_ot4_away` has 27270 (47.0%) missing values	Missing
`pts_ot5_away` has 45577 (78.5%) missing values	Missing
`pts_ot6_away` has 45578 (78.5%) missing values	Missing
`pts_ot7_away` has 45578 (78.5%) missing values	Missing
`pts_ot8_away` has 45578 (78.5%) missing values	Missing
`pts_ot9_away` has 45578 (78.5%) missing values	Missing
`pts_ot10_away` has 45578 (78.5%) missing values	Missing
`pts_ot3_home` is highly skewed (γ1 = 23.75492179)	Skewed
`pts_ot4_home` is highly skewed (γ1 = 49.53712063)	Skewed
`pts_ot5_home` is highly skewed (γ1 = 111.696016)	Skewed
`pts_ot3_away` is highly skewed (γ1 = 23.67367373)	Skewed
`pts_ot4_away` is highly skewed (γ1 = 49.20775414)	Skewed
`pts_ot5_away` is highly skewed (γ1 = 111.696016)	Skewed
`game_sequence` has 2425 (4.2%) zeros	Zeros
`pts_ot1_home` has 29010 (50.0%) zeros	Zeros
`pts_ot2_home` has 30520 (52.6%) zeros	Zeros
`pts_ot3_home` has 30731 (52.9%) zeros	Zeros
`pts_ot4_home` has 30767 (53.0%) zeros	Zeros
`pts_ot5_home` has 12475 (21.5%) zeros	Zeros
`pts_ot6_home` has 12475 (21.5%) zeros	Zeros
`pts_ot7_home` has 12475 (21.5%) zeros	Zeros
`pts_ot8_home` has 12475 (21.5%) zeros	Zeros
`pts_ot9_home` has 12475 (21.5%) zeros	Zeros
`pts_ot10_home` has 12475 (21.5%) zeros	Zeros
`pts_ot1_away` has 29008 (50.0%) zeros	Zeros
`pts_ot2_away` has 30522 (52.6%) zeros	Zeros
`pts_ot3_away` has 30732 (52.9%) zeros	Zeros
`pts_ot4_away` has 30767 (53.0%) zeros	Zeros
`pts_ot5_away` has 12475 (21.5%) zeros	Zeros
`pts_ot6_away` has 12475 (21.5%) zeros	Zeros
`pts_ot7_away` has 12475 (21.5%) zeros	Zeros
`pts_ot8_away` has 12475 (21.5%) zeros	Zeros
`pts_ot9_away` has 12475 (21.5%) zeros	Zeros
`pts_ot10_away` has 12475 (21.5%) zeros	Zeros

Reproduction

Analysis started	2023-07-13 14:05:36.397489
Analysis finished	2023-07-13 14:05:38.070692
Duration	1.67 second
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

game_date_est
Text

Distinct	12610
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1103007
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2160 ?
Unique (%)	3.7%

Sample

1st row	1946-11-01 00:00:00
2nd row	1946-11-02 00:00:00
3rd row	1946-11-02 00:00:00
4th row	1946-11-02 00:00:00
5th row	1946-11-02 00:00:00

Value	Count	Frequency (%)
00:00:00	58040	50.0%
2023-04-09	15	< 0.1%
2021-05-16	15	< 0.1%
2006-04-19	14	< 0.1%
2014-04-16	14	< 0.1%
2015-10-28	14	< 0.1%
2009-01-02	14	< 0.1%
1996-11-01	14	< 0.1%
2007-04-18	14	< 0.1%
2018-11-23	14	< 0.1%
Other values (12592)	57938	49.9%

Most occurring characters

Value	Count	Frequency (%)
0	456449	41.4%
-	116106	10.5%
:	116106	10.5%
1	114297	10.4%
2	79993	7.3%
	58053	5.3%
9	52919	4.8%
3	24128	2.2%
8	20606	1.9%
4	18335	1.7%
Other values (3)	46015	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	812742	73.7%
Dash Punctuation	116106	10.5%
Other Punctuation	116106	10.5%
Space Separator	58053	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	456449	56.2%
1	114297	14.1%
2	79993	9.8%
9	52919	6.5%
3	24128	3.0%
8	20606	2.5%
4	18335	2.3%
7	16275	2.0%
5	15752	1.9%
6	13988	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	116106	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	116106	100.0%

Space Separator

Value	Count	Frequency (%)
	58053	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1103007	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	456449	41.4%
-	116106	10.5%
:	116106	10.5%
1	114297	10.4%
2	79993	7.3%
	58053	5.3%
9	52919	4.8%
3	24128	2.2%
8	20606	1.9%
4	18335	1.7%
Other values (3)	46015	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1103007	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	456449	41.4%
-	116106	10.5%
:	116106	10.5%
1	114297	10.4%
2	79993	7.3%
	58053	5.3%
9	52919	4.8%
3	24128	2.2%
8	20606	1.9%
4	18335	1.7%
Other values (3)	46015	4.2%

game_sequence
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	25532
Missing (%)	44.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.252759755

Minimum	0
Maximum	15
Zeros	2425
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	10
Maximum	15
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.061848695
Coefficient of variation (CV)	0.7199674731
Kurtosis	-0.3761139267
Mean	4.252759755
Median Absolute Deviation (MAD)	2
Skewness	0.6146121367
Sum	138304
Variance	9.37491743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	4833	8.3%
2	4264	7.3%
3	3903	6.7%
4	3494	6.0%
5	3094	5.3%
6	2747	4.7%
0	2425	4.2%
7	2332	4.0%
8	1877	3.2%
9	1418	2.4%
Other values (6)	2134	3.7%
(Missing)	25532	44.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2425	4.2%
1	4833	8.3%
2	4264	7.3%
3	3903	6.7%
4	3494	6.0%

Value	Count	Frequency (%)
15	7	< 0.1%
14	40	0.1%
13	138	0.2%
12	319	0.5%
11	617	1.1%

game_id
Text

Distinct	58013
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	580530
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	57973 ?
Unique (%)	99.9%

Sample

1st row	0024600001
2nd row	0024600003
3rd row	0024600002
4th row	0024600004
5th row	0024600005

Value	Count	Frequency (%)
0032200001	2	< 0.1%
0039210001	2	< 0.1%
0037000001	2	< 0.1%
0035600001	2	< 0.1%
0030700001	2	< 0.1%
0039000002	2	< 0.1%
0035800001	2	< 0.1%
0035300004	2	< 0.1%
0035000001	2	< 0.1%
0031400001	2	< 0.1%
Other values (58003)	58033	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	268092	46.2%
2	82014	14.1%
1	45817	7.9%
9	30704	5.3%
8	29751	5.1%
4	26988	4.6%
7	26454	4.6%
5	23904	4.1%
6	23539	4.1%
3	23267	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580530	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	268092	46.2%
2	82014	14.1%
1	45817	7.9%
9	30704	5.3%
8	29751	5.1%
4	26988	4.6%
7	26454	4.6%
5	23904	4.1%
6	23539	4.1%
3	23267	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	580530	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	268092	46.2%
2	82014	14.1%
1	45817	7.9%
9	30704	5.3%
8	29751	5.1%
4	26988	4.6%
7	26454	4.6%
5	23904	4.1%
6	23539	4.1%
3	23267	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	580530	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	268092	46.2%
2	82014	14.1%
1	45817	7.9%
9	30704	5.3%
8	29751	5.1%
4	26988	4.6%
7	26454	4.6%
5	23904	4.1%
6	23539	4.1%
3	23267	4.0%

team_id_home
Text

Distinct	67
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	10
Median length	10
Mean length	9.99608978
Min length	2

Characters and Unicode

Total characters	580303
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	1610610035
2nd row	1610610034
3rd row	1610612738
4th row	1610610025
5th row	1610610036

Value	Count	Frequency (%)
1610612738	2709	4.7%
1610612747	2668	4.6%
1610612752	2626	4.5%
1610612744	2603	4.5%
1610612737	2568	4.4%
1610612755	2532	4.4%
1610612758	2492	4.3%
1610612765	2403	4.1%
1610612764	2130	3.7%
1610612756	2083	3.6%
Other values (57)	33239	57.3%

Most occurring characters

Value	Count	Frequency (%)
1	178966	30.8%
6	133120	22.9%
0	64185	11.1%
7	64111	11.0%
2	63476	10.9%
5	26406	4.6%
4	25564	4.4%
3	12126	2.1%
8	6680	1.2%
9	5669	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580303	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	178966	30.8%
6	133120	22.9%
0	64185	11.1%
7	64111	11.0%
2	63476	10.9%
5	26406	4.6%
4	25564	4.4%
3	12126	2.1%
8	6680	1.2%
9	5669	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	580303	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	178966	30.8%
6	133120	22.9%
0	64185	11.1%
7	64111	11.0%
2	63476	10.9%
5	26406	4.6%
4	25564	4.4%
3	12126	2.1%
8	6680	1.2%
9	5669	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	580303	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	178966	30.8%
6	133120	22.9%
0	64185	11.1%
7	64111	11.0%
2	63476	10.9%
5	26406	4.6%
4	25564	4.4%
3	12126	2.1%
8	6680	1.2%
9	5669	1.0%

team_abbreviation_home
Text

Distinct	103
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	3
Median length	3
Mean length	2.999552133
Min length	2

Characters and Unicode

Total characters	174133
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	HUS
2nd row	BOM
3rd row	BOS
4th row	CHS
5th row	WAS

Value	Count	Frequency (%)
bos	2709	4.7%
nyk	2626	4.5%
lal	2272	3.9%
det	2138	3.7%
chi	2069	3.6%
phx	2041	3.5%
atl	2011	3.5%
mil	2000	3.4%
was	1903	3.3%
hou	1893	3.3%
Other values (93)	36391	62.7%

Most occurring characters

Value	Count	Frequency (%)
A	17480	10.0%
L	17176	9.9%
S	13808	7.9%
N	13214	7.6%
O	11744	6.7%
H	11571	6.6%
C	10200	5.9%
I	10040	5.8%
E	8320	4.8%
T	8000	4.6%
Other values (15)	52580	30.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	174133	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	17480	10.0%
L	17176	9.9%
S	13808	7.9%
N	13214	7.6%
O	11744	6.7%
H	11571	6.6%
C	10200	5.9%
I	10040	5.8%
E	8320	4.8%
T	8000	4.6%
Other values (15)	52580	30.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	174133	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	17480	10.0%
L	17176	9.9%
S	13808	7.9%
N	13214	7.6%
O	11744	6.7%
H	11571	6.6%
C	10200	5.9%
I	10040	5.8%
E	8320	4.8%
T	8000	4.6%
Other values (15)	52580	30.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	174133	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	17480	10.0%
L	17176	9.9%
S	13808	7.9%
N	13214	7.6%
O	11744	6.7%
H	11571	6.6%
C	10200	5.9%
I	10040	5.8%
E	8320	4.8%
T	8000	4.6%
Other values (15)	52580	30.2%

team_city_name_home
Text

Distinct	76
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	25
Median length	17
Mean length	8.433603776
Min length	2

Characters and Unicode

Total characters	489596
Distinct characters	53
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	Toronto
2nd row	St. Louis
3rd row	Boston
4th row	Chicago
5th row	Washington

Value	Count	Frequency (%)
new	4803	6.6%
los	3388	4.6%
angeles	3388	4.6%
boston	2709	3.7%
york	2626	3.6%
philadelphia	2569	3.5%
san	2332	3.2%
chicago	2212	3.0%
detroit	2162	3.0%
milwaukee	2111	2.9%
Other values (80)	44614	61.2%

Most occurring characters

Value	Count	Frequency (%)
e	48301	9.9%
a	47657	9.7%
n	44058	9.0%
o	44014	9.0%
t	36386	7.4%
l	31493	6.4%
i	29161	6.0%
s	22417	4.6%
r	18329	3.7%
h	16211	3.3%
Other values (43)	151569	31.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	400072	81.7%
Uppercase Letter	73677	15.0%
Space Separator	14861	3.0%
Other Punctuation	814	0.2%
Dash Punctuation	172	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	48301	12.1%
a	47657	11.9%
n	44058	11.0%
o	44014	11.0%
t	36386	9.1%
l	31493	7.9%
i	29161	7.3%
s	22417	5.6%
r	18329	4.6%
h	16211	4.1%
Other values (14)	62045	15.5%

Uppercase Letter

Value	Count	Frequency (%)
S	8105	11.0%
A	7714	10.5%
C	6927	9.4%
P	6629	9.0%
M	5998	8.1%
D	5973	8.1%
N	4907	6.7%
L	4186	5.7%
B	3928	5.3%
O	2911	4.0%
Other values (14)	16399	22.3%

Other Punctuation

Value	Count	Frequency (%)
.	746	91.6%
/	67	8.2%
'	1	0.1%

Space Separator

Value	Count	Frequency (%)
	14861	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	172	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	473749	96.8%
Common	15847	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	48301	10.2%
a	47657	10.1%
n	44058	9.3%
o	44014	9.3%
t	36386	7.7%
l	31493	6.6%
i	29161	6.2%
s	22417	4.7%
r	18329	3.9%
h	16211	3.4%
Other values (38)	135722	28.6%

Common

Value	Count	Frequency (%)
	14861	93.8%
.	746	4.7%
-	172	1.1%
/	67	0.4%
'	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	489596	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	48301	9.9%
a	47657	9.7%
n	44058	9.0%
o	44014	9.0%
t	36386	7.4%
l	31493	6.4%
i	29161	6.0%
s	22417	4.6%
r	18329	3.7%
h	16211	3.3%
Other values (43)	151569	31.0%

team_nickname_home
Text

Distinct	79
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	22
Median length	16
Mean length	6.705786092
Min length	4

Characters and Unicode

Total characters	389291
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	< 0.1%

Sample

1st row	Huskies
2nd row	Bombers
3rd row	Celtics
4th row	Stags
5th row	Capitols

Value	Count	Frequency (%)
celtics	2709	4.5%
lakers	2668	4.4%
knicks	2626	4.4%
warriors	2603	4.3%
hawks	2529	4.2%
pistons	2403	4.0%
76ers	2129	3.6%
suns	2083	3.5%
bulls	2069	3.5%
bucks	2000	3.3%
Other values (81)	36152	60.3%

Most occurring characters

Value	Count	Frequency (%)
s	55526	14.3%
r	33285	8.6%
e	32556	8.4%
a	28164	7.2%
i	27488	7.1%
l	21099	5.4%
t	16867	4.3%
c	16277	4.2%
o	13785	3.5%
k	13697	3.5%
Other values (42)	130547	33.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	323802	83.2%
Uppercase Letter	59309	15.2%
Decimal Number	4260	1.1%
Space Separator	1918	0.5%
Other Punctuation	1	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	55526	17.1%
r	33285	10.3%
e	32556	10.1%
a	28164	8.7%
i	27488	8.5%
l	21099	6.5%
t	16867	5.2%
c	16277	5.0%
o	13785	4.3%
k	13697	4.2%
Other values (14)	65058	20.1%

Uppercase Letter

Value	Count	Frequency (%)
B	8001	13.5%
S	6921	11.7%
C	6357	10.7%
H	5164	8.7%
P	4520	7.6%
K	4459	7.5%
N	3988	6.7%
R	3765	6.3%
T	3761	6.3%
W	3624	6.1%
Other values (12)	8749	14.8%

Decimal Number

Value	Count	Frequency (%)
6	2130	50.0%
7	2129	50.0%
3	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	1918	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	383111	98.4%
Common	6180	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	55526	14.5%
r	33285	8.7%
e	32556	8.5%
a	28164	7.4%
i	27488	7.2%
l	21099	5.5%
t	16867	4.4%
c	16277	4.2%
o	13785	3.6%
k	13697	3.6%
Other values (36)	124367	32.5%

Common

Value	Count	Frequency (%)
6	2130	34.5%
7	2129	34.4%
	1918	31.0%
3	1	< 0.1%
'	1	< 0.1%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	389291	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	55526	14.3%
r	33285	8.6%
e	32556	8.4%
a	28164	7.2%
i	27488	7.1%
l	21099	5.4%
t	16867	4.3%
c	16277	4.2%
o	13785	3.5%
k	13697	3.5%
Other values (42)	130547	33.5%

team_wins_losses_home
Text

Distinct	2505
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	5
Median length	1
Mean length	2.390849741
Min length	1

Characters and Unicode

Total characters	138796
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	340 ?
Unique (%)	0.6%

Sample

1st row	-
2nd row	-
3rd row	-
4th row	-
5th row	-

Value	Count	Frequency (%)
	32781	56.5%
0-1	591	1.0%
1-0	590	1.0%
1-1	529	0.9%
2-1	403	0.7%
1-2	396	0.7%
2-2	370	0.6%
2-0	331	0.6%
3-2	290	0.5%
0-2	282	0.5%
Other values (2495)	21490	37.0%

Most occurring characters

Value	Count	Frequency (%)
-	58053	41.8%
1	18160	13.1%
2	15989	11.5%
3	11872	8.6%
4	8144	5.9%
0	5887	4.2%
5	5283	3.8%
6	4085	2.9%
7	3862	2.8%
8	3801	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	80743	58.2%
Dash Punctuation	58053	41.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	18160	22.5%
2	15989	19.8%
3	11872	14.7%
4	8144	10.1%
0	5887	7.3%
5	5283	6.5%
6	4085	5.1%
7	3862	4.8%
8	3801	4.7%
9	3660	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	58053	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	138796	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	58053	41.8%
1	18160	13.1%
2	15989	11.5%
3	11872	8.6%
4	8144	5.9%
0	5887	4.2%
5	5283	3.8%
6	4085	2.9%
7	3862	2.8%
8	3801	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	58053	41.8%
1	18160	13.1%
2	15989	11.5%
3	11872	8.6%
4	8144	5.9%
0	5887	4.2%
5	5283	3.8%
6	4085	2.9%
7	3862	2.8%
8	3801	2.7%

pts_qtr1_home
Text

MISSING

Distinct	57
Distinct (%)	0.1%
Missing	1004
Missing (%)	1.7%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.998597697
Min length	1

Characters and Unicode

Total characters	114018
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	< 0.1%

Sample

1st row	16
2nd row	10.0
3rd row	21
4th row	13
5th row	21

Value	Count	Frequency (%)
26	3934	6.9%
27	3818	6.7%
24	3767	6.6%
25	3742	6.6%
28	3643	6.4%
23	3395	6.0%
29	3335	5.8%
22	3265	5.7%
30	2900	5.1%
21	2762	4.8%
Other values (47)	22488	39.4%

Most occurring characters

Value	Count	Frequency (%)
2	40063	35.1%
3	19914	17.5%
1	13177	11.6%
4	6482	5.7%
6	5904	5.2%
8	5841	5.1%
0	5785	5.1%
9	5701	5.0%
7	5628	4.9%
5	5517	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	114012	> 99.9%
Other Punctuation	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	40063	35.1%
3	19914	17.5%
1	13177	11.6%
4	6482	5.7%
6	5904	5.2%
8	5841	5.1%
0	5785	5.1%
9	5701	5.0%
7	5628	4.9%
5	5517	4.8%

Other Punctuation

Value	Count	Frequency (%)
.	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114018	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	40063	35.1%
3	19914	17.5%
1	13177	11.6%
4	6482	5.7%
6	5904	5.2%
8	5841	5.1%
0	5785	5.1%
9	5701	5.0%
7	5628	4.9%
5	5517	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	40063	35.1%
3	19914	17.5%
1	13177	11.6%
4	6482	5.7%
6	5904	5.2%
8	5841	5.1%
0	5785	5.1%
9	5701	5.0%
7	5628	4.9%
5	5517	4.8%

pts_qtr2_home
Text

MISSING

Distinct	53
Distinct (%)	0.1%
Missing	1013
Missing (%)	1.7%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.998597475
Min length	1

Characters and Unicode

Total characters	114000
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	16
2nd row	16
3rd row	4
4th row	20
5th row	14

Value	Count	Frequency (%)
26	3950	6.9%
25	3891	6.8%
24	3867	6.8%
27	3648	6.4%
23	3598	6.3%
28	3528	6.2%
22	3451	6.1%
29	3293	5.8%
21	2907	5.1%
30	2869	5.0%
Other values (43)	22038	38.6%

Most occurring characters

Value	Count	Frequency (%)
2	40520	35.5%
3	18944	16.6%
1	13854	12.2%
4	6442	5.7%
6	5813	5.1%
0	5792	5.1%
9	5729	5.0%
5	5670	5.0%
8	5645	5.0%
7	5590	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113999	> 99.9%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	40520	35.5%
3	18944	16.6%
1	13854	12.2%
4	6442	5.7%
6	5813	5.1%
0	5792	5.1%
9	5729	5.0%
5	5670	5.0%
8	5645	5.0%
7	5590	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	40520	35.5%
3	18944	16.6%
1	13854	12.2%
4	6442	5.7%
6	5813	5.1%
0	5792	5.1%
9	5729	5.0%
5	5670	5.0%
8	5645	5.0%
7	5590	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	40520	35.5%
3	18944	16.6%
1	13854	12.2%
4	6442	5.7%
6	5813	5.1%
0	5792	5.1%
9	5729	5.0%
5	5670	5.0%
8	5645	5.0%
7	5590	4.9%

pts_qtr3_home
Text

MISSING

Distinct	55
Distinct (%)	0.1%
Missing	1045
Missing (%)	1.8%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.998316026
Min length	1

Characters and Unicode

Total characters	113920
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	< 0.1%

Sample

1st row	18
2nd row	14
3rd row	12
4th row	13
5th row	19

Value	Count	Frequency (%)
24	3858	6.8%
26	3819	6.7%
25	3761	6.6%
27	3604	6.3%
23	3582	6.3%
28	3490	6.1%
22	3387	5.9%
29	3123	5.5%
21	2869	5.0%
30	2851	5.0%
Other values (45)	22664	39.8%

Most occurring characters

Value	Count	Frequency (%)
2	39877	35.0%
3	19422	17.0%
1	14058	12.3%
4	6537	5.7%
8	5785	5.1%
0	5768	5.1%
6	5757	5.1%
9	5600	4.9%
7	5584	4.9%
5	5529	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113917	> 99.9%
Other Punctuation	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	39877	35.0%
3	19422	17.0%
1	14058	12.3%
4	6537	5.7%
8	5785	5.1%
0	5768	5.1%
6	5757	5.1%
9	5600	4.9%
7	5584	4.9%
5	5529	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	113920	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	39877	35.0%
3	19422	17.0%
1	14058	12.3%
4	6537	5.7%
8	5785	5.1%
0	5768	5.1%
6	5757	5.1%
9	5600	4.9%
7	5584	4.9%
5	5529	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113920	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	39877	35.0%
3	19422	17.0%
1	14058	12.3%
4	6537	5.7%
8	5785	5.1%
0	5768	5.1%
6	5757	5.1%
9	5600	4.9%
7	5584	4.9%
5	5529	4.9%

pts_qtr4_home
Text

MISSING

Distinct	54
Distinct (%)	0.1%
Missing	1044
Missing (%)	1.8%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.997807364
Min length	1

Characters and Unicode

Total characters	113893
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	6
2nd row	13
3rd row	13
4th row	9
5th row	14

Value	Count	Frequency (%)
25	3745	6.6%
26	3741	6.6%
24	3687	6.5%
23	3498	6.1%
27	3488	6.1%
28	3327	5.8%
22	3311	5.8%
29	3107	5.5%
30	2851	5.0%
21	2765	4.9%
Other values (44)	23489	41.2%

Most occurring characters

Value	Count	Frequency (%)
2	39030	34.3%
3	19611	17.2%
1	14432	12.7%
4	6584	5.8%
0	5838	5.1%
6	5789	5.1%
9	5704	5.0%
5	5683	5.0%
8	5668	5.0%
7	5552	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113891	> 99.9%
Other Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	39030	34.3%
3	19611	17.2%
1	14432	12.7%
4	6584	5.8%
0	5838	5.1%
6	5789	5.1%
9	5704	5.0%
5	5683	5.0%
8	5668	5.0%
7	5552	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	113893	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	39030	34.3%
3	19611	17.2%
1	14432	12.7%
4	6584	5.8%
0	5838	5.1%
6	5789	5.1%
9	5704	5.0%
5	5683	5.0%
8	5668	5.0%
7	5552	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113893	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	39030	34.3%
3	19611	17.2%
1	14432	12.7%
4	6584	5.8%
0	5838	5.1%
6	5789	5.1%
9	5704	5.0%
5	5683	5.0%
8	5668	5.0%
7	5552	4.9%

pts_ot1_home
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	25759
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.04236081

Minimum	0
Maximum	25
Zeros	29010
Zeros (%)	50.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.324453978
Coefficient of variation (CV)	3.189350507
Kurtosis	10.08809161
Mean	1.04236081
Median Absolute Deviation (MAD)	0
Skewness	3.275155232
Sum	33662
Variance	11.05199425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	29010	50.0%
8	359	0.6%
10	325	0.6%
9	317	0.5%
11	316	0.5%
12	290	0.5%
7	253	0.4%
6	248	0.4%
13	240	0.4%
14	202	0.3%
Other values (16)	734	1.3%
(Missing)	25759	44.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29010	50.0%
1	1	< 0.1%
2	38	0.1%
3	29	< 0.1%
4	121	0.2%

Value	Count	Frequency (%)
25	1	< 0.1%
24	1	< 0.1%
23	4	< 0.1%
22	3	< 0.1%
21	11	< 0.1%

pts_ot2_home
Real number (ℝ)

MISSING ZEROS

Distinct	22
Distinct (%)	0.1%
Missing	27051
Missing (%)	46.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.1506031869

Minimum	0
Maximum	22
Zeros	30520
Zeros (%)	52.6%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.279468094
Coefficient of variation (CV)	8.495624296
Kurtosis	92.13602699
Mean	0.1506031869
Median Absolute Deviation (MAD)	0
Skewness	9.290540734
Sum	4669
Variance	1.637038603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	30520	52.6%
10	57	0.1%
9	49	0.1%
11	48	0.1%
8	47	0.1%
7	45	0.1%
6	45	0.1%
12	44	0.1%
13	32	0.1%
4	20	< 0.1%
Other values (12)	95	0.2%
(Missing)	27051	46.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30520	52.6%
1	1	< 0.1%
2	7	< 0.1%
3	6	< 0.1%
4	20	< 0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
20	2	< 0.1%
19	3	< 0.1%
18	6	< 0.1%
17	7	< 0.1%

pts_ot3_home
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	16
Distinct (%)	0.1%
Missing	27243
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.02301200909

Minimum	0
Maximum	19
Zeros	30731
Zeros (%)	52.9%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4883891415
Coefficient of variation (CV)	21.22322913
Kurtosis	614.3651452
Mean	0.02301200909
Median Absolute Deviation (MAD)	0
Skewness	23.75492179
Sum	709
Variance	0.2385239536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	30731	52.9%
8	9	< 0.1%
4	9	< 0.1%
11	9	< 0.1%
9	8	< 0.1%
5	8	< 0.1%
10	7	< 0.1%
6	6	< 0.1%
7	6	< 0.1%
13	5	< 0.1%
Other values (6)	12	< 0.1%
(Missing)	27243	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30731	52.9%
4	9	< 0.1%
5	8	< 0.1%
6	6	< 0.1%
7	6	< 0.1%

Value	Count	Frequency (%)
19	1	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
15	3	< 0.1%
14	4	< 0.1%

pts_ot4_home
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	27270
Missing (%)	47.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00506773219

Minimum	0
Maximum	17
Zeros	30767
Zeros (%)	53.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.233005956
Coefficient of variation (CV)	45.97834835
Kurtosis	2616.677896
Mean	0.00506773219
Median Absolute Deviation (MAD)	0
Skewness	49.53712063
Sum	156
Variance	0.05429177551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	30767	53.0%
12	4	< 0.1%
10	4	< 0.1%
8	2	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
17	1	< 0.1%
6	1	< 0.1%
(Missing)	27270	47.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30767	53.0%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
12	4	< 0.1%
11	1	< 0.1%
10	4	< 0.1%
9	1	< 0.1%

pts_ot5_home
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	45577
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.001282462328

Minimum	0
Maximum	16
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1432459327
Coefficient of variation (CV)	111.696016
Kurtosis	12476
Mean	0.001282462328
Median Absolute Deviation (MAD)	0
Skewness	111.696016
Sum	16
Variance	0.02051939724
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	12475	21.5%
16	1	< 0.1%
(Missing)	45577	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%
16	1	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
0	12475	21.5%

pts_ot6_home
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot7_home
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot8_home
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot9_home
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot10_home
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_home
Real number (ℝ)

Distinct	132
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.966565

Minimum	19
Maximum	196
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	19
5-th percentile	79
Q1	93
median	103
Q3	113
95-th percentile	127
Maximum	196
Range	177
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	14.68646228
Coefficient of variation (CV)	0.1426333128
Kurtosis	0.3758174488
Mean	102.966565
Median Absolute Deviation (MAD)	10
Skewness	0.02144560425
Sum	5977518
Variance	215.6921743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
103	1670	2.9%
99	1636	2.8%
101	1626	2.8%
105	1624	2.8%
102	1614	2.8%
104	1597	2.8%
106	1594	2.7%
100	1571	2.7%
107	1542	2.7%
98	1537	2.6%
Other values (122)	42042	72.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19	1	< 0.1%
36	1	< 0.1%
40	1	< 0.1%
43	1	< 0.1%
44	1	< 0.1%

Value	Count	Frequency (%)
196	1	< 0.1%
192	2	< 0.1%
184	1	< 0.1%
175	2	< 0.1%
173	1	< 0.1%

team_id_away
Text

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	10
Median length	10
Mean length	9.994883985
Min length	2

Characters and Unicode

Total characters	580233
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	1610612752
2nd row	1610610031
3rd row	1610610032
4th row	1610612752
5th row	1610610028

Value	Count	Frequency (%)
1610612738	2704	4.7%
1610612747	2645	4.6%
1610612755	2627	4.5%
1610612765	2592	4.5%
1610612744	2587	4.5%
1610612752	2542	4.4%
1610612737	2469	4.3%
1610612758	2428	4.2%
1610612764	2102	3.6%
1610612745	2038	3.5%
Other values (65)	33319	57.4%

Most occurring characters

Value	Count	Frequency (%)
1	178851	30.8%
6	133122	22.9%
7	64048	11.0%
0	64037	11.0%
2	63533	10.9%
5	26669	4.6%
4	25575	4.4%
3	11893	2.0%
8	6713	1.2%
9	5792	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580233	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	178851	30.8%
6	133122	22.9%
7	64048	11.0%
0	64037	11.0%
2	63533	10.9%
5	26669	4.6%
4	25575	4.4%
3	11893	2.0%
8	6713	1.2%
9	5792	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	580233	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	178851	30.8%
6	133122	22.9%
7	64048	11.0%
0	64037	11.0%
2	63533	10.9%
5	26669	4.6%
4	25575	4.4%
3	11893	2.0%
8	6713	1.2%
9	5792	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	580233	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	178851	30.8%
6	133122	22.9%
7	64048	11.0%
0	64037	11.0%
2	63533	10.9%
5	26669	4.6%
4	25575	4.4%
3	11893	2.0%
8	6713	1.2%
9	5792	1.0%

team_abbreviation_away
Text

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	3
Median length	3
Mean length	2.999552133
Min length	2

Characters and Unicode

Total characters	174133
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	< 0.1%

Sample

1st row	NYK
2nd row	PIT
3rd row	PRO
4th row	NYK
5th row	DEF

Value	Count	Frequency (%)
bos	2704	4.7%
nyk	2542	4.4%
det	2302	4.0%
lal	2259	3.9%
mil	2017	3.5%
chi	2013	3.5%
atl	1941	3.3%
hou	1931	3.3%
por	1920	3.3%
cle	1911	3.3%
Other values (99)	36513	62.9%

Most occurring characters

Value	Count	Frequency (%)
A	17571	10.1%
L	17302	9.9%
S	13765	7.9%
N	13012	7.5%
O	11896	6.8%
H	11465	6.6%
I	10168	5.8%
C	10091	5.8%
E	8290	4.8%
T	8224	4.7%
Other values (15)	52349	30.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	174133	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	17571	10.1%
L	17302	9.9%
S	13765	7.9%
N	13012	7.5%
O	11896	6.8%
H	11465	6.6%
I	10168	5.8%
C	10091	5.8%
E	8290	4.8%
T	8224	4.7%
Other values (15)	52349	30.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	174133	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	17571	10.1%
L	17302	9.9%
S	13765	7.9%
N	13012	7.5%
O	11896	6.8%
H	11465	6.6%
I	10168	5.8%
C	10091	5.8%
E	8290	4.8%
T	8224	4.7%
Other values (15)	52349	30.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	174133	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	17571	10.1%
L	17302	9.9%
S	13765	7.9%
N	13012	7.5%
O	11896	6.8%
H	11465	6.6%
I	10168	5.8%
C	10091	5.8%
E	8290	4.8%
T	8224	4.7%
Other values (15)	52349	30.1%

team_city_name_away
Text

Distinct	84
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	25
Median length	17
Mean length	8.431106058
Min length	2

Characters and Unicode

Total characters	489451
Distinct characters	53
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	New York
2nd row	Pittsburgh
3rd row	Providence
4th row	New York
5th row	Detroit

Value	Count	Frequency (%)
new	4748	6.5%
los	3445	4.7%
angeles	3445	4.7%
boston	2704	3.7%
philadelphia	2642	3.6%
york	2542	3.5%
san	2399	3.3%
detroit	2322	3.2%
milwaukee	2149	2.9%
chicago	2146	2.9%
Other values (89)	44362	60.8%

Most occurring characters

Value	Count	Frequency (%)
e	48369	9.9%
a	47722	9.8%
n	44067	9.0%
o	44012	9.0%
t	36557	7.5%
l	31731	6.5%
i	29232	6.0%
s	22319	4.6%
r	18368	3.8%
h	16052	3.3%
Other values (43)	151022	30.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	399940	81.7%
Uppercase Letter	73683	15.1%
Space Separator	14851	3.0%
Other Punctuation	816	0.2%
Dash Punctuation	161	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	48369	12.1%
a	47722	11.9%
n	44067	11.0%
o	44012	11.0%
t	36557	9.1%
l	31731	7.9%
i	29232	7.3%
s	22319	5.6%
r	18368	4.6%
h	16052	4.0%
Other values (14)	61511	15.4%

Uppercase Letter

Value	Count	Frequency (%)
S	8103	11.0%
A	7783	10.6%
C	6753	9.2%
P	6611	9.0%
M	6064	8.2%
D	6011	8.2%
N	4852	6.6%
L	4232	5.7%
B	3862	5.2%
O	2965	4.0%
Other values (14)	16447	22.3%

Other Punctuation

Value	Count	Frequency (%)
.	741	90.8%
/	73	8.9%
'	2	0.2%

Space Separator

Value	Count	Frequency (%)
	14851	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	161	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	473623	96.8%
Common	15828	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	48369	10.2%
a	47722	10.1%
n	44067	9.3%
o	44012	9.3%
t	36557	7.7%
l	31731	6.7%
i	29232	6.2%
s	22319	4.7%
r	18368	3.9%
h	16052	3.4%
Other values (38)	135194	28.5%

Common

Value	Count	Frequency (%)
	14851	93.8%
.	741	4.7%
-	161	1.0%
/	73	0.5%
'	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	489451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	48369	9.9%
a	47722	9.8%
n	44067	9.0%
o	44012	9.0%
t	36557	7.5%
l	31731	6.5%
i	29232	6.0%
s	22319	4.6%
r	18368	3.8%
h	16052	3.3%
Other values (43)	151022	30.9%

team_nickname_away
Text

Distinct	85
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	25
Median length	19
Mean length	6.708507743
Min length	2

Characters and Unicode

Total characters	389449
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	< 0.1%

Sample

1st row	Knicks
2nd row	Ironmen
3rd row	Steamrollers
4th row	Knicks
5th row	Falcons

Value	Count	Frequency (%)
celtics	2704	4.5%
lakers	2645	4.4%
pistons	2592	4.3%
warriors	2587	4.3%
knicks	2542	4.2%
hawks	2443	4.1%
76ers	2222	3.7%
rockets	2038	3.4%
bucks	2017	3.4%
bulls	2013	3.4%
Other values (95)	36209	60.3%

Most occurring characters

Value	Count	Frequency (%)
s	55472	14.2%
r	33354	8.6%
e	32606	8.4%
a	28475	7.3%
i	27546	7.1%
l	21088	5.4%
t	17020	4.4%
c	16339	4.2%
o	14017	3.6%
k	13492	3.5%
Other values (42)	130040	33.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	323786	83.1%
Uppercase Letter	59253	15.2%
Decimal Number	4447	1.1%
Space Separator	1959	0.5%
Other Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	55472	17.1%
r	33354	10.3%
e	32606	10.1%
a	28475	8.8%
i	27546	8.5%
l	21088	6.5%
t	17020	5.3%
c	16339	5.0%
o	14017	4.3%
k	13492	4.2%
Other values (14)	64377	19.9%

Uppercase Letter

Value	Count	Frequency (%)
B	7944	13.4%
S	6823	11.5%
C	6476	10.9%
H	5135	8.7%
P	4773	8.1%
K	4312	7.3%
R	3835	6.5%
N	3829	6.5%
T	3735	6.3%
W	3604	6.1%
Other values (12)	8787	14.8%

Decimal Number

Value	Count	Frequency (%)
7	2223	50.0%
6	2223	50.0%
3	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	2	50.0%
'	2	50.0%

Space Separator

Value	Count	Frequency (%)
	1959	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	383039	98.4%
Common	6410	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	55472	14.5%
r	33354	8.7%
e	32606	8.5%
a	28475	7.4%
i	27546	7.2%
l	21088	5.5%
t	17020	4.4%
c	16339	4.3%
o	14017	3.7%
k	13492	3.5%
Other values (36)	123630	32.3%

Common

Value	Count	Frequency (%)
7	2223	34.7%
6	2223	34.7%
	1959	30.6%
/	2	< 0.1%
'	2	< 0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	389449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	55472	14.2%
r	33354	8.6%
e	32606	8.4%
a	28475	7.3%
i	27546	7.1%
l	21088	5.4%
t	17020	4.4%
c	16339	4.2%
o	14017	3.6%
k	13492	3.5%
Other values (42)	130040	33.4%

team_wins_losses_away
Text

Distinct	2473
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	453.7 KiB

Length

Max length	5
Median length	1
Mean length	2.392348371
Min length	1

Characters and Unicode

Total characters	138883
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	310 ?
Unique (%)	0.5%

Sample

1st row	-
2nd row	-
3rd row	-
4th row	-
5th row	-

Value	Count	Frequency (%)
	32781	56.5%
1-0	601	1.0%
0-1	577	1.0%
1-1	513	0.9%
2-1	396	0.7%
1-2	388	0.7%
2-2	354	0.6%
0-2	341	0.6%
2-0	303	0.5%
3-2	274	0.5%
Other values (2463)	21525	37.1%

Most occurring characters

Value	Count	Frequency (%)
-	58053	41.8%
1	18294	13.2%
2	15938	11.5%
3	12034	8.7%
4	8057	5.8%
0	5986	4.3%
5	5237	3.8%
6	4214	3.0%
7	3783	2.7%
8	3665	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	80830	58.2%
Dash Punctuation	58053	41.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	18294	22.6%
2	15938	19.7%
3	12034	14.9%
4	8057	10.0%
0	5986	7.4%
5	5237	6.5%
6	4214	5.2%
7	3783	4.7%
8	3665	4.5%
9	3622	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	58053	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	138883	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	58053	41.8%
1	18294	13.2%
2	15938	11.5%
3	12034	8.7%
4	8057	5.8%
0	5986	4.3%
5	5237	3.8%
6	4214	3.0%
7	3783	2.7%
8	3665	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138883	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	58053	41.8%
1	18294	13.2%
2	15938	11.5%
3	12034	8.7%
4	8057	5.8%
0	5986	4.3%
5	5237	3.8%
6	4214	3.0%
7	3783	2.7%
8	3665	2.6%

pts_qtr1_away
Real number (ℝ)

MISSING

Distinct	50
Distinct (%)	0.1%
Missing	1010
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	25.79866066

Minimum	2
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	2
5-th percentile	16
Q1	22
median	26
Q3	30
95-th percentile	36
Maximum	95
Range	93
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.844568539
Coefficient of variation (CV)	0.2265454248
Kurtosis	0.4147362347
Mean	25.79866066
Median Absolute Deviation (MAD)	4
Skewness	0.14690344
Sum	1471633
Variance	34.15898141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	3990	6.9%
24	3900	6.7%
25	3809	6.6%
27	3693	6.4%
28	3613	6.2%
22	3466	6.0%
23	3412	5.9%
29	3260	5.6%
30	3010	5.2%
21	2735	4.7%
Other values (40)	22155	38.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	2	< 0.1%
6	6	< 0.1%
7	18	< 0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
53	3	< 0.1%
50	4	< 0.1%
49	4	< 0.1%
48	10	< 0.1%

pts_qtr2_away
Text

MISSING

Distinct	56
Distinct (%)	0.1%
Missing	1013
Missing (%)	1.7%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.998597475
Min length	1

Characters and Unicode

Total characters	114000
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	15
2nd row	12
3rd row	10
4th row	12
5th row	23

Value	Count	Frequency (%)
26	3951	6.9%
24	3912	6.9%
25	3910	6.9%
27	3730	6.5%
23	3700	6.5%
28	3451	6.1%
22	3387	5.9%
29	3101	5.4%
21	3038	5.3%
30	2815	4.9%
Other values (46)	22045	38.6%

Most occurring characters

Value	Count	Frequency (%)
2	40615	35.6%
3	18892	16.6%
1	14045	12.3%
4	6326	5.5%
6	5747	5.0%
8	5741	5.0%
0	5736	5.0%
5	5726	5.0%
7	5634	4.9%
9	5537	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113999	> 99.9%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	40615	35.6%
3	18892	16.6%
1	14045	12.3%
4	6326	5.5%
6	5747	5.0%
8	5741	5.0%
0	5736	5.0%
5	5726	5.0%
7	5634	4.9%
9	5537	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	40615	35.6%
3	18892	16.6%
1	14045	12.3%
4	6326	5.5%
6	5747	5.0%
8	5741	5.0%
0	5736	5.0%
5	5726	5.0%
7	5634	4.9%
9	5537	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	40615	35.6%
3	18892	16.6%
1	14045	12.3%
4	6326	5.5%
6	5747	5.0%
8	5741	5.0%
0	5736	5.0%
5	5726	5.0%
7	5634	4.9%
9	5537	4.9%

pts_qtr3_away
Text

MISSING

Distinct	55
Distinct (%)	0.1%
Missing	1046
Missing (%)	1.8%
Memory size	453.7 KiB

Length

Max length	4
Median length	2
Mean length	1.998158121
Min length	1

Characters and Unicode

Total characters	113909
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	17
2nd row	18
3rd row	10
4th row	19
5th row	14

Value	Count	Frequency (%)
24	3806	6.7%
26	3778	6.6%
25	3734	6.6%
27	3668	6.4%
23	3606	6.3%
28	3433	6.0%
22	3262	5.7%
29	3118	5.5%
21	2890	5.1%
30	2797	4.9%
Other values (45)	22915	40.2%

Most occurring characters

Value	Count	Frequency (%)
2	39592	34.8%
3	19234	16.9%
1	14377	12.6%
4	6479	5.7%
8	5757	5.1%
6	5748	5.0%
0	5746	5.0%
7	5701	5.0%
5	5640	5.0%
9	5633	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113907	> 99.9%
Other Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	39592	34.8%
3	19234	16.9%
1	14377	12.6%
4	6479	5.7%
8	5757	5.1%
6	5748	5.0%
0	5746	5.0%
7	5701	5.0%
5	5640	5.0%
9	5633	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	113909	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	39592	34.8%
3	19234	16.9%
1	14377	12.6%
4	6479	5.7%
8	5757	5.1%
6	5748	5.0%
0	5746	5.0%
7	5701	5.0%
5	5640	5.0%
9	5633	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113909	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	39592	34.8%
3	19234	16.9%
1	14377	12.6%
4	6479	5.7%
8	5757	5.1%
6	5748	5.0%
0	5746	5.0%
7	5701	5.0%
5	5640	5.0%
9	5633	4.9%

pts_qtr4_away
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	0.1%
Missing	1046
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	25.58438437

Minimum	0
Maximum	58
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	21
median	25
Q3	30
95-th percentile	36
Maximum	58
Range	58
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.054387832
Coefficient of variation (CV)	0.236643874
Kurtosis	0.07867993152
Mean	25.58438437
Median Absolute Deviation (MAD)	4
Skewness	0.1462758462
Sum	1458489
Variance	36.65561202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	3813	6.6%
24	3706	6.4%
25	3698	6.4%
23	3586	6.2%
27	3578	6.2%
28	3490	6.0%
29	3179	5.5%
22	3172	5.5%
21	2930	5.0%
30	2700	4.7%
Other values (44)	23155	39.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	1	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
58	1	< 0.1%
54	1	< 0.1%
53	4	< 0.1%
51	1	< 0.1%
50	4	< 0.1%

pts_ot1_away
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	0.1%
Missing	25759
Missing (%)	44.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.034185917

Minimum	0
Maximum	24
Zeros	29008
Zeros (%)	50.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.305070329
Coefficient of variation (CV)	3.195818349
Kurtosis	10.23777124
Mean	1.034185917
Median Absolute Deviation (MAD)	0
Skewness	3.292551995
Sum	33398
Variance	10.92348988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	29008	50.0%
8	363	0.6%
10	341	0.6%
12	307	0.5%
11	291	0.5%
9	291	0.5%
6	253	0.4%
7	247	0.4%
13	240	0.4%
14	195	0.3%
Other values (15)	758	1.3%
(Missing)	25759	44.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29008	50.0%
1	6	< 0.1%
2	31	0.1%
3	40	0.1%
4	127	0.2%

Value	Count	Frequency (%)
24	1	< 0.1%
23	3	< 0.1%
22	9	< 0.1%
21	10	< 0.1%
20	16	< 0.1%

pts_ot2_away
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	0.1%
Missing	27051
Missing (%)	46.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.1498612993

Minimum	0
Maximum	21
Zeros	30522
Zeros (%)	52.6%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.274237542
Coefficient of variation (CV)	8.502779225
Kurtosis	91.32575989
Mean	0.1498612993
Median Absolute Deviation (MAD)	0
Skewness	9.272602309
Sum	4646
Variance	1.623681314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	30522	52.6%
10	64	0.1%
9	52	0.1%
7	49	0.1%
8	48	0.1%
12	37	0.1%
13	36	0.1%
6	36	0.1%
11	33	0.1%
14	26	< 0.1%
Other values (10)	99	0.2%
(Missing)	27051	46.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30522	52.6%
2	6	< 0.1%
3	6	< 0.1%
4	23	< 0.1%
5	19	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
19	4	< 0.1%
18	4	< 0.1%
17	9	< 0.1%
16	12	< 0.1%

pts_ot3_away
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	18
Distinct (%)	0.1%
Missing	27243
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.02440765985

Minimum	0
Maximum	20
Zeros	30732
Zeros (%)	52.9%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5209009241
Coefficient of variation (CV)	21.34169877
Kurtosis	605.7078299
Mean	0.02440765985
Median Absolute Deviation (MAD)	0
Skewness	23.67367373
Sum	752
Variance	0.2713377727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	30732	52.9%
7	10	< 0.1%
8	8	< 0.1%
10	8	< 0.1%
11	8	< 0.1%
6	6	< 0.1%
12	5	< 0.1%
15	5	< 0.1%
14	5	< 0.1%
9	5	< 0.1%
Other values (8)	18	< 0.1%
(Missing)	27243	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30732	52.9%
2	2	< 0.1%
3	1	< 0.1%
4	3	< 0.1%
5	4	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
17	2	< 0.1%
16	2	< 0.1%
15	5	< 0.1%
14	5	< 0.1%

pts_ot4_away
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	27270
Missing (%)	47.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005977325147

Minimum	0
Maximum	20
Zeros	30767
Zeros (%)	53.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2725682003
Coefficient of variation (CV)	45.60036364
Kurtosis	2604.817578
Mean	0.005977325147
Median Absolute Deviation (MAD)	0
Skewness	49.20775414
Sum	184
Variance	0.07429342382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	30767	53.0%
11	4	< 0.1%
12	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
13	2	< 0.1%
14	1	< 0.1%
6	1	< 0.1%
16	1	< 0.1%
20	1	< 0.1%
(Missing)	27270	47.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30767	53.0%
6	1	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
11	4	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	2	< 0.1%

pts_ot5_away
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	45577
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.001362616223

Minimum	0
Maximum	17
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1521988035
Coefficient of variation (CV)	111.696016
Kurtosis	12476
Mean	0.001362616223
Median Absolute Deviation (MAD)	0
Skewness	111.696016
Sum	17
Variance	0.02316447579
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	12475	21.5%
17	1	< 0.1%
(Missing)	45577	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%
17	1	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
0	12475	21.5%

pts_ot6_away
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot7_away
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot8_away
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot9_away
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_ot10_away
Real number (ℝ)

CONSTANT MISSING ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	45578
Missing (%)	78.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	12475
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	12475	21.5%
(Missing)	45578	78.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12475	21.5%

Value	Count	Frequency (%)
0	12475	21.5%

pts_away
Real number (ℝ)

Distinct	130
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.6175391

Minimum	18
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	453.7 KiB

Quantile statistics

Minimum	18
5-th percentile	79
Q1	93
median	103
Q3	112
95-th percentile	127
Maximum	186
Range	168
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.61687927
Coefficient of variation (CV)	0.1424403605
Kurtosis	0.3769442719
Mean	102.6175391
Median Absolute Deviation (MAD)	10
Skewness	0.01115675737
Sum	5957256
Variance	213.6531596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	1663	2.9%
100	1640	2.8%
103	1624	2.8%
106	1615	2.8%
105	1613	2.8%
104	1600	2.8%
99	1576	2.7%
98	1563	2.7%
96	1551	2.7%
101	1543	2.7%
Other values (120)	42065	72.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	1	< 0.1%
33	2	< 0.1%
38	1	< 0.1%
43	1	< 0.1%
44	2	< 0.1%

Value	Count	Frequency (%)
186	1	< 0.1%
184	2	< 0.1%
182	2	< 0.1%
178	2	< 0.1%
173	1	< 0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number